{"event_date":"2026-07-09","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'impact_below_threshold' occurred 108 times on 2026-07-09","validation_count":1,"confidence":0.95,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'underlying_reaction_disagrees' occurred 3 times on 2026-07-09","validation_count":1,"confidence":0.53,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"rule_candidate","strategy":"fast_news","lesson":"missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, oil_supply_or_geopolitical_shock, oil_supply_or_geopolitical_shock","validation_count":1,"confidence":0.6,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AMD","lesson":"AMD had intraday confirmation window 09:45:00\u201310:20:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-07-09T13:45:00+00:00","close":549.8,"vwap":545.0956,"relative_volume":1.9058,"until_et":"10:20:00","until_utc":"2026-07-09T14:20:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AMD","lesson":"AMD replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":15,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"opportunity_window","strategy":"a_plus","ticker":"INTC","lesson":"INTC had intraday confirmation window 09:45:00\u201309:50:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-07-09T13:45:00+00:00","close":116.235,"vwap":115.2728,"relative_volume":1.8497,"until_et":"09:50:00","until_utc":"2026-07-09T13:50:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"INTC","lesson":"INTC replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":9,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"opportunity_window","strategy":"a_plus","ticker":"USO","lesson":"USO had intraday confirmation window 09:45:00\u201310:42:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-07-09T13:45:00+00:00","close":110.2,"vwap":110.5702,"relative_volume":1.0941,"until_et":"10:42:00","until_utc":"2026-07-09T14:42:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"USO","lesson":"USO replay final monitor status: confirmed","final_monitor_status":"confirmed","transition_count":14,"block_module":"strategy_rules","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"opportunity_window","strategy":"a_plus","ticker":"JETS","lesson":"JETS had intraday confirmation window 09:50:00\u201310:20:00 (stored replay)","opportunity_window":{"from_et":"09:50:00","from_utc":"2026-07-09T13:50:00+00:00","close":32.17,"vwap":31.9994,"relative_volume":1.0032,"until_et":"10:20:00","until_utc":"2026-07-09T14:20:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"JETS","lesson":"JETS replay final monitor status: confirmed","final_monitor_status":"confirmed","transition_count":18,"block_module":"strategy_rules","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL had intraday confirmation window 09:45:00\u201310:01:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-07-09T13:45:00+00:00","close":311.09,"vwap":310.3413,"relative_volume":1.1188,"until_et":"10:01:00","until_utc":"2026-07-09T14:01:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL replay final monitor status: confirmed","final_monitor_status":"confirmed","transition_count":20,"block_module":"strategy_rules","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"opportunity_window","strategy":"a_plus","ticker":"DAL","lesson":"DAL had intraday confirmation window 09:45:00\u201310:19:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-07-09T13:45:00+00:00","close":88.96,"vwap":88.3487,"relative_volume":1.1185,"until_et":"10:19:00","until_utc":"2026-07-09T14:19:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"DAL","lesson":"DAL replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":33,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"opportunity_window","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA had intraday confirmation window 09:45:00\u201309:53:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-07-09T13:45:00+00:00","close":201.77,"vwap":202.6684,"relative_volume":1.6139,"until_et":"09:53:00","until_utc":"2026-07-09T13:53:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":19,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"opportunity_window","strategy":"a_plus","ticker":"IBM","lesson":"IBM had intraday confirmation window 09:45:00\u201313:23:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-07-09T13:45:00+00:00","close":294.85,"vwap":289.6251,"relative_volume":2.8235,"until_et":"13:23:00","until_utc":"2026-07-09T17:23:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-07-09","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"IBM","lesson":"IBM replay final monitor status: confirmed","final_monitor_status":"confirmed","transition_count":12,"block_module":"strategy_rules","validation_count":1,"confidence":0.7,"approved_for_ai":false}
